problem the system is meant to solve, the source and age of the data, important definitions, and known gaps. Labels such as “real time,” “risk,” or “r

Public data systems often sit between a resident and an important decision: a transport update, a service request, an eligibility check, or a view of neighborhood conditions. Good interface design matters, but governance determines whether the system deserves trust.